Programme
13th International Conference on Data Warehousing and Knowledge Discovery (DaWaK'11 )
- ONE: A predictable and scalable DW model
João Costa, José Cecilio, Pedro Martins, Pedro Furtado - The Planning-OLAP Model - A Multidimensional Model With Planning Support
Bernhard Jaecksch, Wolfgang Lehner - Extending the Dimensional Templates Approach to Integrate Complex Multidimensional Design Concepts
Rui Oliveira, Fátima Rodrigues, Paulo Martins, João Paulo Moura - Multidimensional Database Design from Document- Centric XML Documents
Franck Ravat, Olivier Teste, Ronan Tournier, Gilles Zurfluh, Geneviève Pujolle - Modern Software Engineering Methodologies Meet Data Warehouse Design: 4WD
Stefano Rizzi, Elisa Turricchia, Matteo Golfarelli - GEM: Requirement-driven Generation of ETL and Multidimensional Conceptual Designs
Oscar Romero, Alkis Simitsis, Alberto Abelló - Vertical Fragmentation of XML Data Warehouses using Frequent Path Sets
Doulkifli Boukraâ, Omar Boussaïd, Fadila Bentayeb - Implementing Vertical Splitting for Large Scale Multidimensional Datasets
Takayuki Tsuchida, Tatsuo Tsuji, Ken Higuchi - Official Opening of DEXA 2011
Prof. Gilles Fourtanier, President of Paul Sabatier University
Prof. Michel Daydé, Director of IRIT
Prof. Abdelkader Hameurlain, Dexa 2011 General Chairman
Prof. A Min Tjoa, Vice-President of DEXA Association
Prof. Klaus-Dieter Schewe, DEXA 2011 Program Chairman
- Co-Clustering with Augmented Data Matrix
Meng-Lun Wu, Chia-Hui Chang, Rui-Zhe Liu - Using confusion matrices and confusion graphs to design ensemble classification models from large datasets
Patricia Lutu - Patrick Valduriez, INRIA and LIRMM, Montpellier, France
Title: "Principles of Distributed Data Management in 2020?"
- Mining Approximate Frequent Closed Flows over Packet Streams
Imen Brahmi, Sadok Ben Yahia, Pascal Poncelet - Knowledge Acquisition from Sensor Data in an Equine Environment
Kenneth Conroy, Gregory May, Mark Roantree, Giles Warrington, Sarah Jane Cullen, Adrian McGoldrick - Concurrent Semi-Supervised Learning of Data Streams
Hai-Long Nguyen, Wee-Keong Ng, Yew-Kwong Woon, Duc H. Tran - A bounded version of online boosting on open-ended data streams
José Luis Triviño Rodriguez, Amparo Ruiz Sepúlveda, Rafael Morales Bueno - Moderated VFDT in Stream Mining Using Adaptive Tie Threshold and Incremental Pruning
Hang Yang, Simon Fong - Finding Critical Thresholds for Defining Bursts
Bibudh Lahiri, Ioannis Akrotirianakis, Fabian Moerchen - Learning Actions in Complex Software Systems
Koosha Golmohammadi, Michael Smit, Osmar Zaiane - An Envelope-based Approach to Rotation-Invariant Boundary Image Matching
Sun-Kyong Hong, Sang-Pil Kim, Yang-Sae Moon - Bernhard Thalheim, Christian-Albrechts-University Kiel, Germany
Title: "The Science of Conceptual Modelling"
- ETLMR: A Highly Scalable Dimensional ETL Framework based on MapReduce
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen - Complementing Data in the Context of the ETL Process
Livia Ribeiro, Ronaldo Goldschmidt, Maria Claudia Cavalcanti - TTL: A Transference, Transformation and Loading Approach for Active Monitoring
Emma Chavez Mora, Gavin Finnie - Efficient Processing of Drill-Across Queries over Geographic Data Warehouses
Jaqueline Brito, Thiago Luis Siqueira, Valéria Times, Ricardo Ciferri, Cristina Ciferri - The NOX OLAP query model: from algebra to execution
Todd Eavis, Ahmad Taleb, Hiba Tabbara - VarDB: High-Performance Warehouse Processing with Massive Ordering and Binary Search
Pedro Martins, João Costa, José Cecílio, Pedro Furtado - OLAP Formulations for Supporting Complex Spatial Objects in Data Warehouses
Ganesh Viswanathan, Markus Schneider - Support for User Involvement in Data Cleaning
Helena Galhardas, Antónia Lopes, Emanuel Santos - Gabriele Kern-Isberner, Technical University of Dortmund, Germany
Title: "Probabilistic Logics in Expert Systems: Approaches, Implementations, and Applications"
- Frequent pattern mining from time-fading streams of uncertain data
Carson K. Leung, Fan Jiang - SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining
Yun Sing Koh, Gill Dobbie - RP-Tree: Rare Pattern Tree Mining
Sidney Tsang, Yun Sing Koh, Gillian Dobbie - Pairwise Similarity Calculation of Information Networks
Yuanzhe Cai, Sharma Chakravarthy - Feature selection with mutual information for uncertain data
Gauthier Doquire, Michel Verleysen - Time Aware Index for Link Prediction in Social Networks
Lankeshwara Munasinghe, Ryutaro Ichise - Enhancing Activity Recognition in Smart Homes Using Feature Induction
Naveen Nair, Ganesh Ramakrishnan, Shonali Krishnaswamy - Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach
Rob Konijn, Wojtek Kowalczyk - Describing Analytical Sessions Using a Multidimensional Algebra
Oscar Romero, Patrick Marcel, Alberto Abelló, Verónika Peralta, Ladjel Bellatreche - Tagged MapReduce: Efficiently Computing Multi-Analytics Using MapReduce
Andreas Williams, Pavlos Mitsoulis-Ntompos, Damianos Chatziantoniou - An Efficient Cacheable Secure Scalar Product Protocol for Privacy-Preserving Data Mining
Duc H. Tran, Wee Keong Ng, Hoon Wei Lim, Hai-Long Nguyen
2011-08-29 [10:30 - 12:00] : Session 1: Physical and Conceptual Data Warehouse Models
2011-08-29 [12:00 - 14:00] : Lunch
2011-08-29 [14:00 - 15:30] : Session 2: Data Warehouse Design Methodologies and Tools
2011-08-29 [15:30 - 16:00] : Coffee Break
2011-08-29 [16:00 - 17:00] : Session 3: Data Warehouse Extensions I
2011-08-29 [17:30 - 18:00] : General Opening of DEXA 2011
2011-08-30 [09:00 - 10:00] : Session 4: Matrix-based Mining Techniques
2011-08-30 [10:00 - 10:30] : Coffee Break
2011-08-30 [10:30 - 12:00] : Keynote Talk
2011-08-30 [12:00 - 14:00] : Lunch
2011-08-30 [14:00 - 15:30] : Session 5: Stream, Sensor and Time-Series Mining I
2011-08-30 [15:30 - 16:00] : Coffee Break
2011-08-30 [16:00 - 17:30] : Session 6: Stream, Sensor and Time-Series Mining II
2011-08-31 [09:00 - 10:00] : Session 7: Data-Mining and Knowledge-Discovery Applications I
2011-08-31 [10:00 - 10:30] : Coffee Break
2011-08-31 [10:30 - 12:00] : Keynote Talk
2011-08-31 [12:00 - 14:00] : Lunch
2011-08-31 [14:00 - 15:30] : Session 8: ETL Methodologies and Tools
2011-08-31 [15:30 - 16:00] : Coffee Break
2011-08-31 [16:00 - 17:30] : Session 9: Data Warehouse Performance and Optimization
2011-08-31 [19:00 - 20:00] : Reception in the City Hall of Toulouse
2011-09-01 [09:00 - 10:00] : Session 10: Data Warehouse Extensions II
2011-09-01 [10:00 - 10:30] : Coffee Break
2011-09-01 [10:30 - 12:00] : Keynote Talk
2011-09-01 [12:00 - 14:00] : Lunch
2011-09-01 [14:00 - 15:30] : Session 11: Pattern Mining
2011-09-01 [15:30 - 16:00] : Coffee Break
2011-09-01 [16:00 - 17:00] : Session 12: Data-Mining and Knowledge-Discovery Techniques
2011-09-02 [09:00 - 10:00] : Session 13: Data-Mining and Knowledge-Discovery Applications II
2011-09-02 [10:00 - 10:30] : Coffee Break
2011-09-02 [10:30 - 12:00] : Session 14: Analytics and Privacy Preserving Approaches over Large Multidimensional Datasets
